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Performance Prediction on HumanEval

0.685Train R^2NLL
0.031880.201440.3710.54056Sep 25, 2025

Evaluation results

MethodLinks
NLLScaling Scenario=1B -> 13B, Phase Transition=Pre-to-Pre2025.090.6852.111
RphiScaling Scenario=1B -> 13B, Phase Transition=Pre-to-Pre2025.090.6552.041
RBRIDGEScaling Scenario=1B -> 13B, Phase Transition=Pre-to-Pre2025.090.6522.025
Acc./p@1Scaling Scenario=1B -> 13B, Phase Transition=Pre-to-Pre2025.090.262.889
MPCAScaling Scenario=1B -> 13B, Phase Transition=Pre-to-Pre2025.090.1793.341
TEDScaling Scenario=1B -> 13B, Phase Transition=Pre-to-Pre2025.090.0572.389